Basic Statistics

Raw Counts

Name Value
Rows 3,987
Columns 65
Discrete columns 17
Continuous columns 48
All missing columns 0
Missing observations 27,683
Complete Rows 0
Total observations 259,155
Memory allocation 2.9 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (by frequency)

## 13 columns ignored with more than 50 categories.
## company_name: 3987 categories
## ticker: 3579 categories
## isin: 3006 categories
## hq_country: 62 categories
## accounting_year_end: 72 categories
## reported_scope_1_t_co2e: 2470 categories
## scope_1_source: 68 categories
## reported_market_based_scope_2_t_co2e: 961 categories
## reported_location_based_scope_2_t_co2e: 2267 categories
## estimated_location_based_scope_2_t_co2e: 313 categories
## location_based_scope_2_source: 93 categories
## scope_2_company_comments: 964 categories
## isin_lower: 3006 categories

Bar Chart (by target)

## 13 columns ignored with more than 50 categories.
## company_name: 3987 categories
## ticker: 3579 categories
## isin: 3006 categories
## hq_country: 62 categories
## accounting_year_end: 72 categories
## reported_scope_1_t_co2e: 2470 categories
## scope_1_source: 68 categories
## reported_market_based_scope_2_t_co2e: 961 categories
## reported_location_based_scope_2_t_co2e: 2267 categories
## estimated_location_based_scope_2_t_co2e: 313 categories
## location_based_scope_2_source: 93 categories
## scope_2_company_comments: 964 categories
## isin_lower: 3006 categories

QQ Plot

QQ Plot (by target)

Correlation Analysis

## Insufficient complete rows! Skipping correlation analysis.

Principal Component Analysis

## Insufficient complete rows! Skipping principal component analysis.

Bivariate Distribution

Boxplot (by target)

Scatterplot (by target)